Case Studies

Case studies are where I document experiments, side projects, and generalized project work. Some are personal explorations built to learn new tools and patterns. Others are professional lessons reframed to protect confidentiality while still sharing useful ideas.

Workflow evolution diagram showing prompt-only experimentation moving into validation, orchestration, and iterative refinement.
Experiment

Building a Local Agentic AI Development Workflow

A local-first AI development workflow evolved from prompt-only experimentation into a structured system for validation, orchestration, retrieval, observability, and human oversight.

Focus
Local AI Infrastructure, Agentic AI, Multi-Agent Systems, Validation Architecture, Evaluation-Driven Development, RAG, Human-Centered AI Engineering
Status
Ongoing
Date
May 28, 2026
Daggerheart Forge dashboard showing generated content counts and recent activity.
Experiment

Building Daggerheart Forge: Designing an Agentic AI System for Human-Centered Game Mastering

Daggerheart Forge began as a personal experiment to reduce the operational overhead of Game Mastering while preserving creative control. The project evolved into a larger exploration of agentic AI systems, structured validation, RAG pipelines, and human-centered AI orchestration for narrative content generation.

Focus
Agentic AI, Multi-Agent Systems, Validation Architecture, Information Architecture, Human-Centered Design, RAG
Status
Ongoing
Date
May 19, 2026